wassname 5cdc0ba16d fix: widen iso-KL calibration bracket so c_star lands interior ...

The mean-diff vector is L2-normalised, so p95 KL ~ c^2 and reaching the 1-nat
target needs c ~ O(100). steering-lite's default bracket hi (~16) pinned
c_star at the top (KL ~0.1 << 1.0) on both tiny-random and real gemma. With
bracket=(0.1, 1024) gemma calibrates to c_star=64.03 at p95 KL=1.035.
Also detach div before .item() in heal logging. See RESEARCH_JOURNAL.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>

2026-06-04 10:24:21 +08:00

..

brainstorming

setup-repo gap-fill: results ledger + docs structure

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evidence

setup-repo gap-fill: results ledger + docs structure

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literature

setup-repo gap-fill: results ledger + docs structure

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spec

setup-repo gap-fill: results ledger + docs structure

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human_journal.md

readme

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RESEARCH_JOURNAL.md

fix: widen iso-KL calibration bracket so c_star lands interior

2026-06-04 10:24:21 +08:00

results.md

setup-repo gap-fill: results ledger + docs structure

2026-06-04 09:51:36 +08:00